Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "186"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 186 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 64 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 62 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 186, Node N14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.489739 1.962043 18.267875 12.074230 11.204816 0.604954 3.545624 1.785486 0.6759 0.7037 0.3881 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.360593 1.041835 3.983414 -2.001753 8.210030 0.850037 1.178518 0.781931 0.6577 0.7014 0.4050 nan nan
2459878 digital_ok 100.00% 0.00% 0.06% 0.00% - - 1.464540 2.077488 16.673410 11.717758 19.267235 0.169607 5.275890 1.765002 0.6709 0.7055 0.3929 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.659968 2.231690 13.218553 10.626396 9.880742 5.843078 4.253963 1.045016 0.6910 0.6949 0.3920 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.419904 1.742555 12.117260 15.637180 11.942205 1.936397 0.420338 1.654462 0.7038 0.7181 0.3966 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.152704 2.799277 7.465991 7.401433 6.837056 1.210848 1.708398 1.210928 0.6887 0.6885 0.3929 nan nan
2459873 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.572280 2.069397 8.022136 14.724686 12.141593 2.672621 2.956121 1.649107 0.0552 0.0604 0.0049 nan nan
2459871 digital_ok 100.00% 50.38% 50.38% 0.00% - - 1.258045 1.294268 9.464330 15.245851 7.245572 1.054733 1.147711 0.965470 0.3868 0.3665 0.1665 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.183642 2.670568 8.853648 10.678219 15.236114 2.598796 3.302902 1.943346 0.7072 0.7010 0.3858 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.787950 2.739587 6.407084 10.442952 11.020865 0.244956 0.568612 0.777636 0.7182 0.7194 0.3816 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.327709 2.504524 5.310387 16.198558 2.085367 -1.064282 4.245645 2.298570 0.7028 0.6931 0.3999 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.788765 1.492847 2.607797 13.124841 7.150020 -0.244284 3.285302 1.147422 0.7151 0.6991 0.3995 nan nan
2459866 digital_ok 100.00% 100.00% 100.00% 0.00% - - 320.858226 320.338423 inf inf 6744.746036 6401.923922 6439.348792 5957.544131 nan nan nan nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.295460 -0.425815 35.549501 28.054201 0.943449 3.594719 6.265070 4.418040 0.6792 0.6791 0.3584 nan nan
2459864 digital_ok 100.00% 100.00% 100.00% 0.00% - - 22.010860 25.132199 24.836024 26.385039 8.169747 13.432161 4.266713 4.736850 0.0302 0.0260 0.0029 nan nan
2459863 digital_ok 100.00% 0.70% 0.00% 0.00% - - 31.322521 28.361186 0.756927 0.702408 7.937140 8.105921 4.446570 0.110312 0.3154 0.3164 0.1507 nan nan
2459862 digital_ok 100.00% 100.00% 100.00% 0.00% - - 33.914430 31.461259 1.939153 1.403269 15.104004 19.997044 1.881969 -0.006880 0.0602 0.0683 0.0114 nan nan
2459861 digital_ok 100.00% 100.00% 100.00% 0.00% - - 25.387033 22.387778 0.546281 0.745948 4.882161 4.155192 4.754707 0.081727 0.0602 0.0688 0.0112 nan nan
2459860 digital_ok 100.00% 0.21% 0.00% 0.00% - - 27.453920 23.855390 1.188833 0.796939 10.272254 14.249743 3.916397 -0.217261 0.3234 0.3203 0.1547 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - 24.849835 22.109025 0.572082 0.848766 2.888789 2.833689 2.277362 -0.065843 0.3329 0.3310 0.1533 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.657424 -0.428690 0.639127 0.413660 0.025154 0.218657 5.270954 3.027321 0.7276 0.6875 0.4178 3.935634 3.472440
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.159302 -0.436903 -0.087640 -0.306442 1.916707 0.526796 3.830700 2.402788 0.0275 0.0257 0.0013 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.281018 -0.627658 -0.101022 -0.924637 0.953462 -0.294016 2.324179 0.085301 0.7271 0.7095 0.4055 1.702953 1.531208
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.659094 -0.544158 0.129693 -0.977276 2.123656 0.584244 2.900826 0.607590 0.7105 0.7269 0.4355 1.520381 1.411734
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.314107 -0.457172 -0.333060 -0.774684 1.121920 0.123282 2.611990 -0.781565 0.7258 0.7496 0.4438 1.348516 1.293471
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.767818 -0.393977 -0.239548 -0.709160 0.969631 -0.083110 4.151116 -0.160704 0.7487 0.6993 0.4247 3.487993 3.387835
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 1.08% 0.846498 -0.557451 0.154525 -0.997161 1.294487 -0.270140 0.182971 -0.436727 0.8347 0.8349 0.2385 2.783704 2.931714
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 2.234033 1.663284 -0.117293 -0.686013 2.976801 3.411751 3.104067 0.068003 0.7673 0.7442 0.3374 1.501441 1.441639
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.974412 -0.106046 -0.302900 -0.808461 1.664936 0.484711 4.756664 0.458335 0.7520 0.7642 0.3521 3.008473 2.990268
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.940447 0.088229 -0.651402 0.393593 1.567304 -0.675462 3.816959 -0.685170 0.7524 0.7556 0.3578 1.493395 1.389591
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.960293 -0.113603 -0.705835 0.091926 1.702197 -0.282797 1.645462 -0.860194 0.7317 0.7545 0.3770 1.400502 1.341431
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% 2.045697 0.280536 -0.828940 0.379327 1.868761 -0.883598 1.872618 -0.518624 0.7315 0.6873 0.4313 1.541467 1.440631
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 0.753532 -0.103685 -0.629338 -0.036919 1.290528 -0.388657 0.705068 -0.800124 0.8232 0.6650 0.4988 1.588391 1.497733
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.484171 0.178649 0.071552 -0.679352 3.781761 -0.479084 2.627168 -1.231130 0.7388 0.7436 0.3831 7.353402 6.978152
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.374161 2.153433 0.951198 -0.476495 1.194395 -0.059491 4.878157 2.018490 0.0279 0.0251 0.0017 nan nan
2459843 digital_ok 0.00% 1.20% 0.66% 0.00% 15.22% 0.00% -0.413876 0.254232 1.859826 -0.340183 2.808544 -0.864685 2.136067 -0.824547 0.7398 0.7457 0.4010 1.594538 1.488141
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.516175 -0.004967 1.316816 -0.014104 0.304127 0.664137 1.057558 -0.005127 0.7518 0.6809 0.2451 2.018075 1.992637
2459841 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.497456 -0.156393 -0.432028 -0.122763 -0.101120 1.517780 1.624864 2.890051 0.0280 0.0253 0.0021 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 163.769929 165.441404 109.200839 66.181679 1961.035366 343.372450 4234.515363 832.170921 0.0190 0.0169 0.0015 nan nan
2459839 digital_ok 0.00% - - - - - -0.674147 0.038643 -0.165960 0.065363 2.746228 3.543636 2.031262 3.551640 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.527292 -0.704943 2.550395 1.577687 1.890845 -0.651012 1.752157 -0.677644 0.7443 0.7086 0.4045 1.964429 1.825876
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.180815 0.576558 0.948472 1.385731 -0.483240 -0.496325 1.388733 0.494190 0.0354 0.0482 0.0025 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.627551 1.630589 0.708066 0.489627 -0.045248 -0.252242 2.494927 3.339605 0.0301 0.0286 0.0009 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.186267 -0.449840 2.670697 1.415567 2.902089 -0.328982 3.322219 -0.505167 0.8017 0.5289 0.5858 1.678954 1.636032
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.224699 0.655496 0.165158 0.524766 0.975001 1.457232 1.554599 2.607837 0.0288 0.0267 0.0017 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.030266 -0.255239 3.761882 2.213775 1.038857 -0.870844 4.757324 -0.569347 0.8009 0.5397 0.5746 4.481773 4.330577
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.895209 -0.926024 2.973084 1.766975 2.294444 -0.617538 10.635940 0.071964 0.7507 0.6691 0.4216 0.000000 0.000000
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.882717 -0.118963 2.420944 1.704035 0.535889 -0.676931 22.402278 1.649037 0.7990 0.5573 0.5429 0.000000 0.000000
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.222909 -0.339161 3.394996 2.186086 2.105270 -0.642476 6.835474 0.964746 0.7643 0.6862 0.4088 0.000000 0.000000
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.024921 -0.218000 3.843862 2.281641 0.933365 -0.827788 4.892949 0.120858 0.7996 0.5882 0.5070 0.000000 0.000000
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% 0.569670 -0.251399 3.376303 2.079235 1.724119 0.709157 2.128241 1.379171 0.7978 0.5952 0.5054 1.489413 1.296515
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.524157 -0.587090 3.644855 2.014161 4.087181 2.993496 9.102573 7.103085 0.7278 0.7439 0.3635 3.011078 3.901742
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.724811 0.048417 4.386796 2.660285 2.756809 0.195171 5.564810 0.952722 0.7590 0.6492 0.4537 5.240813 6.424942
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.579159 0.617293 3.651231 2.482255 2.518337 1.565668 5.263761 2.526106 0.8017 0.6189 0.4957 3.798236 3.383260
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.444130 0.296774 3.727228 2.137764 1.276179 0.514683 2.438387 2.824401 0.7868 0.6139 0.5028 1.793658 1.665576
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.397375 -0.334554 3.122966 1.968789 1.455795 -1.431681 5.996173 -0.087101 0.7771 0.6870 0.4139 4.575205 5.002195
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.532620 0.042074 3.079036 1.968757 0.717251 0.165810 1.895444 0.763094 0.7927 0.6432 0.5040 1.907079 1.796901
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.440415 0.023368 4.785338 2.902518 1.455683 0.628559 2.637596 -0.285691 0.8363 0.6005 0.5764 4.326520 4.092071
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.782075 0.145414 4.729947 2.602949 1.634614 0.539728 2.521961 0.066166 0.7803 0.6464 0.5111 3.571600 3.643232
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.055396 -0.202393 2.260167 0.869566 1.468225 -1.187567 6.643086 0.386139 0.7802 0.6873 0.4150 12.168502 16.307534

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 186: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 18.267875 1.962043 1.489739 12.074230 18.267875 0.604954 11.204816 1.785486 3.545624

Antenna 186: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 8.210030 1.041835 0.360593 -2.001753 3.983414 0.850037 8.210030 0.781931 1.178518

Antenna 186: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 19.267235 1.464540 2.077488 16.673410 11.717758 19.267235 0.169607 5.275890 1.765002

Antenna 186: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 13.218553 1.659968 2.231690 13.218553 10.626396 9.880742 5.843078 4.253963 1.045016

Antenna 186: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power 15.637180 1.419904 1.742555 12.117260 15.637180 11.942205 1.936397 0.420338 1.654462

Antenna 186: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 7.465991 2.152704 2.799277 7.465991 7.401433 6.837056 1.210848 1.708398 1.210928

Antenna 186: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 186: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power 14.724686 2.069397 1.572280 14.724686 8.022136 2.672621 12.141593 1.649107 2.956121

Antenna 186: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power 15.245851 1.294268 1.258045 15.245851 9.464330 1.054733 7.245572 0.965470 1.147711

Antenna 186: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 15.236114 2.183642 2.670568 8.853648 10.678219 15.236114 2.598796 3.302902 1.943346

Antenna 186: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 11.020865 1.787950 2.739587 6.407084 10.442952 11.020865 0.244956 0.568612 0.777636

Antenna 186: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power 16.198558 2.327709 2.504524 5.310387 16.198558 2.085367 -1.064282 4.245645 2.298570

Antenna 186: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power 13.124841 1.788765 1.492847 2.607797 13.124841 7.150020 -0.244284 3.285302 1.147422

Antenna 186: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power inf 320.338423 320.858226 inf inf 6401.923922 6744.746036 5957.544131 6439.348792

Antenna 186: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 35.549501 0.295460 -0.425815 35.549501 28.054201 0.943449 3.594719 6.265070 4.418040

Antenna 186: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Power 26.385039 25.132199 22.010860 26.385039 24.836024 13.432161 8.169747 4.736850 4.266713

Antenna 186: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape 31.322521 31.322521 28.361186 0.756927 0.702408 7.937140 8.105921 4.446570 0.110312

Antenna 186: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape 33.914430 33.914430 31.461259 1.939153 1.403269 15.104004 19.997044 1.881969 -0.006880

Antenna 186: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape 25.387033 22.387778 25.387033 0.745948 0.546281 4.155192 4.882161 0.081727 4.754707

Antenna 186: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape 27.453920 27.453920 23.855390 1.188833 0.796939 10.272254 14.249743 3.916397 -0.217261

Antenna 186: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape 24.849835 24.849835 22.109025 0.572082 0.848766 2.888789 2.833689 2.277362 -0.065843

Antenna 186: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 5.270954 -0.428690 0.657424 0.413660 0.639127 0.218657 0.025154 3.027321 5.270954

Antenna 186: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 3.830700 -0.436903 -0.159302 -0.306442 -0.087640 0.526796 1.916707 2.402788 3.830700

Antenna 186: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 2.324179 0.281018 -0.627658 -0.101022 -0.924637 0.953462 -0.294016 2.324179 0.085301

Antenna 186: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 2.900826 -0.544158 0.659094 -0.977276 0.129693 0.584244 2.123656 0.607590 2.900826

Antenna 186: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 2.611990 -0.457172 0.314107 -0.774684 -0.333060 0.123282 1.121920 -0.781565 2.611990

Antenna 186: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 4.151116 -0.393977 0.767818 -0.709160 -0.239548 -0.083110 0.969631 -0.160704 4.151116

Antenna 186: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 1.294487 0.846498 -0.557451 0.154525 -0.997161 1.294487 -0.270140 0.182971 -0.436727

Antenna 186: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Temporal Variability 3.411751 2.234033 1.663284 -0.117293 -0.686013 2.976801 3.411751 3.104067 0.068003

Antenna 186: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 4.756664 1.974412 -0.106046 -0.302900 -0.808461 1.664936 0.484711 4.756664 0.458335

Antenna 186: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 3.816959 0.940447 0.088229 -0.651402 0.393593 1.567304 -0.675462 3.816959 -0.685170

Antenna 186: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 1.702197 -0.113603 0.960293 0.091926 -0.705835 -0.282797 1.702197 -0.860194 1.645462

Antenna 186: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Shape 2.045697 0.280536 2.045697 0.379327 -0.828940 -0.883598 1.868761 -0.518624 1.872618

Antenna 186: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 1.290528 0.753532 -0.103685 -0.629338 -0.036919 1.290528 -0.388657 0.705068 -0.800124

Antenna 186: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 3.781761 0.178649 1.484171 -0.679352 0.071552 -0.479084 3.781761 -1.231130 2.627168

Antenna 186: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 4.878157 -0.374161 2.153433 0.951198 -0.476495 1.194395 -0.059491 4.878157 2.018490

Antenna 186: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Variability 2.808544 0.254232 -0.413876 -0.340183 1.859826 -0.864685 2.808544 -0.824547 2.136067

Antenna 186: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 1.316816 -0.516175 -0.004967 1.316816 -0.014104 0.304127 0.664137 1.057558 -0.005127

Antenna 186: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Temporal Discontinuties 2.890051 2.497456 -0.156393 -0.432028 -0.122763 -0.101120 1.517780 1.624864 2.890051

Antenna 186: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 4234.515363 163.769929 165.441404 109.200839 66.181679 1961.035366 343.372450 4234.515363 832.170921

Antenna 186: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Temporal Discontinuties 3.551640 0.038643 -0.674147 0.065363 -0.165960 3.543636 2.746228 3.551640 2.031262

Antenna 186: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 2.550395 -0.704943 0.527292 1.577687 2.550395 -0.651012 1.890845 -0.677644 1.752157

Antenna 186: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 1.388733 0.576558 0.180815 1.385731 0.948472 -0.496325 -0.483240 0.494190 1.388733

Antenna 186: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Temporal Discontinuties 3.339605 1.630589 1.627551 0.489627 0.708066 -0.252242 -0.045248 3.339605 2.494927

Antenna 186: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 3.322219 0.186267 -0.449840 2.670697 1.415567 2.902089 -0.328982 3.322219 -0.505167

Antenna 186: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Temporal Discontinuties 2.607837 -0.224699 0.655496 0.165158 0.524766 0.975001 1.457232 1.554599 2.607837

Antenna 186: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 4.757324 0.030266 -0.255239 3.761882 2.213775 1.038857 -0.870844 4.757324 -0.569347

Antenna 186: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 10.635940 -0.926024 -0.895209 1.766975 2.973084 -0.617538 2.294444 0.071964 10.635940

Antenna 186: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 22.402278 -0.118963 0.882717 1.704035 2.420944 -0.676931 0.535889 1.649037 22.402278

Antenna 186: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 6.835474 0.222909 -0.339161 3.394996 2.186086 2.105270 -0.642476 6.835474 0.964746

Antenna 186: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 4.892949 -0.218000 1.024921 2.281641 3.843862 -0.827788 0.933365 0.120858 4.892949

Antenna 186: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 3.376303 -0.251399 0.569670 2.079235 3.376303 0.709157 1.724119 1.379171 2.128241

Antenna 186: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 9.102573 0.524157 -0.587090 3.644855 2.014161 4.087181 2.993496 9.102573 7.103085

Antenna 186: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 5.564810 0.048417 1.724811 2.660285 4.386796 0.195171 2.756809 0.952722 5.564810

Antenna 186: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 5.263761 1.579159 0.617293 3.651231 2.482255 2.518337 1.565668 5.263761 2.526106

Antenna 186: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 3.727228 0.296774 0.444130 2.137764 3.727228 0.514683 1.276179 2.824401 2.438387

Antenna 186: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 5.996173 -0.397375 -0.334554 3.122966 1.968789 1.455795 -1.431681 5.996173 -0.087101

Antenna 186: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 3.079036 1.532620 0.042074 3.079036 1.968757 0.717251 0.165810 1.895444 0.763094

Antenna 186: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 4.785338 0.023368 0.440415 2.902518 4.785338 0.628559 1.455683 -0.285691 2.637596

Antenna 186: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Power 4.729947 0.145414 0.782075 2.602949 4.729947 0.539728 1.634614 0.066166 2.521961

Antenna 186: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 186: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
186 N14 digital_ok ee Temporal Discontinuties 6.643086 -0.202393 0.055396 0.869566 2.260167 -1.187567 1.468225 0.386139 6.643086
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